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心情随笔 1 深度学习 70 编程 3 知识图谱 29 前端 1 博客 7 Markdown 1 算法 2 机器学习 16 计算机基础 4 小玩意儿 1
GAKE: Graph Aware Knowledge Embedding GAKE: Graph Aware Knowledge Embedding
GAKE: Graph Aware Knowledge Embedding本文是论文GAKE: Graph Aware Knowledge Embedding的阅读笔记和个人理解. Basic Idea在现有的KGE方法中, 都是基于三元组
2021-04-18 知识图谱
KGE
HAKE: Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction HAKE: Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction
本文前置知识: RotatE: 详见RotatE: Relational Rotation in Complex Vector Space Learning Hierarchy-Aware Knowledge Graph Embed
2021-04-11 知识图谱
KGE
ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for KGE ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for KGE
ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for KGE本文是论文ReInceptionE:
2021-04-10 知识图谱
KGE GNN CNN
KBAT: Learning Attention-based Embeddings for Relation Prediction in KGs KBAT: Learning Attention-based Embeddings for Relation Prediction in KGs
本文前置知识: GAT: 详见图神经网络入门. Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs本文是论文Learning
2021-04-04 知识图谱
KGE GNN
CompGCN: Composition-based Multi-Relational Graph Convolutional Networks CompGCN: Composition-based Multi-Relational Graph Convolutional Networks
本文前置知识: GCN: 详见图神经网络入门 R - GCN: 详见R - GCN: Modeling Relational Data with Graph Convolutional Networks Composition-ba
2021-04-03 知识图谱
KGE GNN
KEQA: Knowledge Graph Embedding Based Question Answering KEQA: Knowledge Graph Embedding Based Question Answering
Knowledge Graph Embedding Based Question Answering本文是论文Knowledge Graph Embedding Based Question Answering的阅读笔记和个人理解. Bas
2021-03-30 知识图谱
KBQA
CoPER: Contextual Parameter Generation for Knowledge Graph Link Prediction CoPER: Contextual Parameter Generation for Knowledge Graph Link Prediction
本文前置知识: ConvE: 详见ConvE: Convolutional 2D Knowledge Graph Embeddings Contextual Parameter Generation for Knowledge Gr
2021-03-28 知识图谱
KGE
R-GCN: Modeling Relational Data with Graph Convolutional Networks R-GCN: Modeling Relational Data with Graph Convolutional Networks
本文前置知识: GNN: 详见图神经网络入门 Modeling Relational Data with Graph Convolutional Networks本文是论文Modeling Relational Data with
2021-03-16 知识图谱
KGE GNN
RotatE: Relational Rotation in Complex Vector Space RotatE: Relational Rotation in Complex Vector Space
RotatE: Knowledge Grpah Embedding by Relational Rotation Complex Space本文是论文ROTATE: KNOWLEDGE GRAPH EMBEDDING BY RELATION
2021-03-16 知识图谱
KGE
SACN: End-to-end Structure-Aware Convolutional Networks for KBC SACN: End-to-end Structure-Aware Convolutional Networks for KBC
本文前置知识: GNN: 详见图神经网络入门 ConvE: 详见ConvE: Convolutional 2D Knowledge Graph Embeddings ConvKB: 详见ConvKB: A Novel Embedding
2021-03-15 知识图谱
KGE GNN
ConvR: Adaptive Convolution for Multi-Relational Learning ConvR: Adaptive Convolution for Multi-Relational Learning
本文前置知识: ConvE: 详见ConvE: Convolutional 2D Knowledge Graph Embeddings ConvR: Adaptive Convolution for Multi-Relational
2021-03-09 知识图谱
KGE
LightCAKE: A Lightweight Framework for Context-Aware Knowledge Graph Embedding LightCAKE: A Lightweight Framework for Context-Aware Knowledge Graph Embedding
2021.03.09: 修正关于引入逆三元组的影响. 2021.04.18: 更新一篇更早的类似论文GAKE. LightCAKE: A Lightweight Framework for Context-Aware Knowledge
2021-03-08 知识图谱
KGE
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